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Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are significant gaps between empirical performance and prediction based on traditional worst-case analysis. The book introduces exciting new methods for assessing algorithm
Produkt Beyond the Worst-Case Analysis of Algorithms (Roughgarden Tim)(Pevná vazba) je označen EAN kódem 9781108494311.
Kategorie | Knihy |
EAN | 9781108494311 |
Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are significant gaps between empirical performance and prediction based on traditional worst-case analysis. The book introduces exciting new
Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and a master of technical interviews. Algorithms
Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and a master of technical interviews. Algorithms
Provides all the fundamental algorithms for outlier analysis in great detail including those for advanced data types, including specific insights into when and why particular algorithms work effectivelyDiscusses the latest ideas in the field such as outlier ensembles, matrix factorization, kernel
Fourth book in a series that provides an accessible, no-nonsense, and programming language-agnostic introduction to algorithms. Includes hints of solutions to all quizzes and problems, and a series of YouTube videos by the author accompanies the book. Part 4 covers algorithmic tools for tackling
A rigorous and scientific analysis of the myriad possibilities of life beyond our planet. 'Are we alone in the universe?' This tantalizing question has captivated humanity over millennia, but seldom has it been approached rigorously. Today the search for signatures of extraterrestrial life and
A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.This book offers a comprehensive introduction to optimization with a focus on practical algorithms. The book approaches optimization from an engineering perspective, where the
This book provides the first comprehensive analysis of Japan's new security partnerships with Australia, India, countries and multilateral security fora in East Asia, as well as with the EU and some of its member
In the mad, money-driven world of football, some rather interesting and sometimes shocking kits have been worn upon the field of play. This book is a full-colour celebration of some of the most outrageous strips foisted upon the poor players and loyal fans, both for club and
DI Herbert Reardon investigates the curious case of a man seemingly returned from the dead, in the latest 1930s-set historical mystery from Marjorie Eccles. February, 1933. When their eldest brother Paul walks into their hallway, fourteen years after he was presumed dead, successful property
An overview and analysis of John Webster's seminal contributions to Christian theology At the time of his death, John Webster was widely hailed as one of the leading Christian theologians in the world. Over the course of three decades, he produced groundbreaking studies on the theologies of
Part I: Existing Models and Algorithms for Image Texture Image Texture, Texture Features, and Image Texture Classification and Segmentation Texture Features and Image Texture Models Algorithms for Image Texture Classification Dimensionality Reduction and Sparse Representation Part II: The K-Views
A fascinating exploration of how insights from computer algorithms can be applied to our everyday lives, helping to solve common decision-making problems and illuminate the workings of the human mind All our lives are constrained by limited space and time, limits that give rise to a particular set
Beyond The West inspires a fresh understanding of global contemporary architecture beyond the Western Countries. Architects throughout the world work against a backdrop of rapidly growing cities, changing societies and climate, and emerging economies. But while Western architecture has largely
One of the most iconoclastic philosophers of all time, Nietzsche dramatically rejected notions of good and evil, truth and God. Beyond Good and Evil demonstrates that the world is steeped in false piety and infected with a 'slave morality'. With wit and subversive energy, Nietzsche demands that the
This is the fourth edition of Serge Lang's Complex Analysis. The first part of the book covers the basic material of complex analysis, and the second covers many special topics, such as the Riemann Mapping Theorem, the gamma function, and analytic continuation. Power series methods are used more
By the time Dutch artist Dick Bruna retired, he was an international star, far beyond the sphere of children's books, and his creation, Miffy, had become a global sensation, translated into more than 50 languages. Fellow illustrator Bruce Ingman takes readers behind the scenes of the work of Dick
An introduction to the techniques and algorithms of the newest field in robotics.Probabilistic robotics is a new and growing area in robotics, concerned with perception and control in the face of uncertainty. Building on the field of mathematical statistics, probabilistic robotics endows robots
Return to the astonishing world of talking peaches, magic tea, frightening wildlife, and threatening lizard tribes The fantasy adventure too epic for one graphic novel finally reaches its conclusion. Home Time: Under the River ended with a disastrous tea ceremony which left six kids lost, scared,